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.
ADAM15 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
12.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
49.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
39.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
34.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
32.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
32.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
27.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
26.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
25.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
19.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
19.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
19.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
16.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
13.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
10.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
7.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
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.
ADAM15 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
89.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
87.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
78.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
77.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
74.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
73.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
73.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
71.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
67.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
65.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
64.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
64.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
62.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
61.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
60.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
60.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
59.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
59.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
58.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
57.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
57.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
57.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
57.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
56.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
56.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
54.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
54.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
54.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
54.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
53.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
53.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
53.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
52.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
52.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
52.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
52.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
51.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
51.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
51.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
50.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
50.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
50.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
50.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
50.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
49.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
49.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
49.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
48.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
48.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
48.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
48.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
47.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
47.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
47.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
47.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
47.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
46.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
46.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
46.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
46.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
45.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
45.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
45.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
45.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
45.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
45.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
45.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
44.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
44.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
44.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
44.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
44.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
44.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
44.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
43.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
43.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
43.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
43.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
43.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
43.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
43.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
42.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
42.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
42.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
42.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
42.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
41.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
41.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
41.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
41.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
41.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
41.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
41.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
41.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
40.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
40.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
40.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
40.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
40.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
40.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
40.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
40.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
39.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
39.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
39.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
39.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
39.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
39.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
39.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
39.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
38.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
38.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
38.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
37.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
37.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
37.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
37.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
37.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
37.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
37.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
36.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
36.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
35.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
35.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
35.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
35.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
35.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
34.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
34.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
34.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
33.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
33.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
33.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
33.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
33.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
33.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
33.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
33.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
33.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
32.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
32.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
32.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
32.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
32.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
32.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
31.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
31.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
31.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
31.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
31.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
31.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
30.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
30.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
30.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
30.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
30.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
30.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
30.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
29.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
29.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
29.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
29.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
29.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
29.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
29.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
29.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
29.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
29.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
29.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
29.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
28.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
28.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
28.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
28.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
28.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
28.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
28.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
28.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
28.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
28.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
27.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
27.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
27.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
27.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
27.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
27.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
27.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
27.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
27.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
27.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
27.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
27.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
27.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
27.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
27.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
26.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
26.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
26.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
26.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
26.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
26.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
26.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
26.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
26.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
26.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
26.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
25.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
25.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
25.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
25.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
25.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
25.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
25.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
24.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
24.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
24.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
24.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
24.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
24.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
23.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
23.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
23.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
23.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
23.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
23.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
23.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
23.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
22.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
22.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
22.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
22.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
22.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
22.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
22.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
22.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
21.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
21.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
21.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
21.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
20.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
20.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
19.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
19.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
19.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
19.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
19.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
18.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
18.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
17.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
17.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
16.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
16.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
13.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
6.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
4.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 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.
ADAM15 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
64.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
64.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
55.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
50.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
50.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
47.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
44.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
43.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
43.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
42.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
40.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
38.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
37.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
36.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
35.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
33.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
33.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
33.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
33.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
33.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
32.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
32.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
30.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
30.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
30.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
29.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
28.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
28.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
27.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
27.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
27.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
26.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
25.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
25.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
24.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
24.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
24.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
24.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
23.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
23.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
22.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
21.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
21.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
19.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
11.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADAM15 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
21.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
235.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
174.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
107.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
104.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
102.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
100.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
93.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
84.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
74.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
61.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
60.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
57.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
47.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
47.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
47.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
46.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
45.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
44.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
44.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
43.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
42.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
41.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
38.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
37.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
36.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
35.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
35.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
34.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
34.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
33.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
33.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
33.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
31.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
31.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
30.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
29.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
29.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
29.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
29.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
29.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
29.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
29.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
29.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
28.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
28.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
28.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
27.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
27.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
27.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
27.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
26.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
25.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
24.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
24.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
23.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
23.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
23.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
23.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
22.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
22.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
21.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
21.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
21.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
20.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
20.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
20.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
20.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
19.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
19.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
19.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
18.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
18.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
17.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
17.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
16.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
16.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
15.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
14.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
14.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
14.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
13.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
13.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
11.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
11.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
11.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
11.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
10.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
10.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
10.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
9.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
7.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
7.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
5.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
5.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
4.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
4.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
3.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
1.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
1.3
CPT0011410003
Tumor
1.2
CPT0001270001
Normal
1.2
CPT0001260009
Tumor
1.2
CPT0069160003
Tumor
1.0
CPT0092730003
Tumor
1.0
CPT0069000003
Tumor
0.9
CPT0025880003
Tumor
0.9
CPT0069190001
Normal
0.9
CPT0078510003
Tumor
0.8
CPT0012080003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0023350003
Tumor
0.8
CPT0012370003
Tumor
0.8
CPT0001340003
Tumor
0.7
CPT0088900003
Tumor
0.7
CPT0075560003
Tumor
0.7
CPT0019130003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0063630003
Tumor
0.6
CPT0007870001
Normal
0.6
CPT0086820003
Tumor
0.6
CPT0075130003
Tumor
0.6
CPT0079270003
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0000870016
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0002350011
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0079380003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0077140001
Normal
0.5
CPT0012670003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0077110003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0078800003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0089460004
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0000640003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0001500009
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0077500001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0081620001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0078930003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0020120003
Tumor
-0.4
CPT0025610001
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0009020003
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0078660003
Tumor
-0.4
CPT0086970003
Normal
-0.4
CPT0063640001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0064370003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0064400001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0065690003
Tumor
-0.5
CPT0088500001
Normal
-0.5
CPT0088970003
Tumor
-0.5
CPT0014130001
Normal
-0.6
CPT0089040001
Normal
-0.6
CPT0012290003
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0006630003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0009060003
Tumor
-0.7
CPT0075570001
Normal
-0.7
CPT0012900004
Tumor
-0.7
CPT0009080003
Normal
-0.8
CPT0081880003
Tumor
-0.9
CPT0012570003
Normal
-0.9
CPT0014160003
Tumor
-0.9
CPT0012550003
Tumor
-0.9
CPT0025170003
Tumor
-1.0
CPT0007860003
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0092290003
Tumor
-1.7
CPT0001180009
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0086890003
Normal
N/A
CPT0082010001
Normal
N/A
CPT0001190001
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0063320003
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0081990003
Tumor
N/A
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.
The Human Protein Atlas project is funded
