We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
CAD is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
51.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
37.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
10.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
10.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
7.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
5.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
4.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
CAD is validated prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
59.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
58.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
51.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
50.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
46.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
43.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
35.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
33.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
30.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
29.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
26.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
24.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
24.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
22.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
21.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
21.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
21.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
21.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
20.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
20.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
20.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
19.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
19.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
18.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
17.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
17.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
17.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
16.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
16.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
16.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
15.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
15.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
15.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
14.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
13.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
13.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
13.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
13.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
12.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
12.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
12.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
12.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
12.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
11.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
11.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
11.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
11.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
11.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
10.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
10.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
10.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
10.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
10.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
9.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
9.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
9.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
9.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
9.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
9.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
9.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
9.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
9.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
9.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
8.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
7.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
7.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
7.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
7.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
7.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
7.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
7.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
6.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
6.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
6.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
CAD is validated prognostic, high expression is unfavorable 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
13.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
66.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
28.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
27.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
26.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
26.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
16.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
16.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
15.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
13.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
13.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
13.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
12.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
12.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
11.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
11.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
11.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
10.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
10.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
10.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
9.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
9.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
9.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
9.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
9.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
9.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
9.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
8.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
8.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
8.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
8.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
8.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
7.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
7.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
6.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
6.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
6.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
6.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
CAD 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
26.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
181.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
88.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
84.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
71.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
68.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
66.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
66.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
65.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
64.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
63.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
61.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
61.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
56.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
56.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
56.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
55.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
54.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
53.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
51.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
51.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
50.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
49.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
49.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
49.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
48.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
48.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
47.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
46.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
46.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
46.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
45.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
45.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
44.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
43.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
41.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
40.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
40.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
39.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
39.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
39.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
37.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
37.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
37.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
37.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
36.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
36.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
36.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
36.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
36.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
36.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
35.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
35.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
35.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
34.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
33.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
33.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
32.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
32.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
32.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
32.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
32.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
32.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
31.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
31.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
31.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
31.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
31.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
31.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
31.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
30.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
30.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
30.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
29.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
29.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
29.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
29.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
29.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
28.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
28.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
27.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
27.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
27.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
27.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
27.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
27.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
26.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
26.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
26.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
26.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
26.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
25.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
25.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
25.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
25.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
25.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
25.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
25.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
24.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
24.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
24.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
23.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
23.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
23.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
23.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
22.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
22.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
22.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
21.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
21.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
21.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
21.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
21.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
21.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
20.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
20.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
20.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
20.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
20.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
20.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
19.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
19.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
19.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
18.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
18.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
18.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
16.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
16.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
15.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
15.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
14.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
10.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
7.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088690003
Tumor
1.0
CPT0012550003
Tumor
1.0
CPT0001340003
Tumor
0.9
CPT0078830003
Tumor
0.8
CPT0001180009
Tumor
0.8
CPT0088970003
Tumor
0.8
CPT0025050003
Tumor
0.8
CPT0017850003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0075130003
Tumor
0.7
CPT0089460004
Tumor
0.6
CPT0002350011
Tumor
0.6
CPT0077110003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0019130003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0010160003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0069000003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0092160003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0092790003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0079270003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0025170003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0063320003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0000890001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0025920001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0075570001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0009020003
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0007470001
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0007870001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0076350001
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0014470001
Normal
-0.8
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.