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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM120A 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
15.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
126.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
52.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
51.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
40.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
31.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
30.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
28.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
27.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
21.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
15.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
13.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
10.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
9.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM120A 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
29.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
99.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
82.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
80.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
69.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
69.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
69.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
66.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
65.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
65.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
65.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
64.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
63.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
62.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
61.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
61.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
61.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
60.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
57.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
57.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
57.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
56.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
56.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
56.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
55.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
55.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
54.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
54.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
53.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
53.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
52.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
52.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
52.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
51.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
51.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
50.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
50.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
50.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
49.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
49.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
49.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
49.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
48.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
48.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
48.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
48.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
47.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
47.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
47.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
47.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
47.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
46.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
46.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
46.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
45.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
45.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
45.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
45.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
44.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
44.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
43.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
43.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
43.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
43.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
43.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
42.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
42.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
42.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
42.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
42.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
42.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
41.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
41.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
41.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
41.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
41.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
41.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
41.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
41.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
41.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
41.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
40.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
40.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
40.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
40.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
40.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
40.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
39.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
39.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
39.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
39.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
39.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
38.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
38.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
38.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
38.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
38.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
38.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
38.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
38.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
37.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
37.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
37.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
37.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
37.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
37.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
37.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
36.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
36.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
36.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
36.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
36.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
36.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
36.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
36.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
36.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
36.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
36.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
36.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
36.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
36.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
36.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
35.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
35.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
35.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
35.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
35.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
35.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
35.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
35.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
34.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
34.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
34.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
34.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
34.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
34.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
34.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
33.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
33.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
33.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
33.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
33.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
33.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
33.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
33.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
33.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
33.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
32.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
32.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
32.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
32.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
32.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
32.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
32.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
32.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
32.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
32.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
32.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
32.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
32.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
32.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
32.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
32.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
31.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
31.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
31.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
31.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
31.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
31.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
31.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
31.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
31.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
31.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
31.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
31.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
30.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
30.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
30.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
30.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
30.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
30.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
30.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
30.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
30.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
30.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
30.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
30.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
30.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
30.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
30.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
29.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
29.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
29.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
29.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
29.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
29.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
29.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
29.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
29.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
29.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
29.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
28.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
28.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
28.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
28.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
28.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
28.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
28.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
28.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
28.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
28.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
28.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
28.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
27.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
27.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
27.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
27.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
27.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
27.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
27.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
27.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
27.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
26.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
26.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
26.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
26.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
26.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
26.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
26.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
26.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
26.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
26.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
26.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
26.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
25.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
25.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
25.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
25.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
25.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
25.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
25.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
24.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
24.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
24.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
24.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
24.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
23.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
23.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
23.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
23.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
23.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
23.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
23.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
23.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
22.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
22.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
22.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
21.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
21.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
21.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
20.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
20.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
20.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
20.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
20.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
20.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
19.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
19.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
19.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
19.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
19.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
18.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
18.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
18.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
17.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
17.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
17.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
17.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
16.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
15.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
15.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
12.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
10.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
TMEM120A 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
30.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
73.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
71.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
61.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
60.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
56.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
54.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
52.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
49.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
48.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
48.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
47.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
47.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
46.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
46.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
44.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
44.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
44.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
43.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
41.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
41.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
39.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
38.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
38.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
37.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
37.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
36.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
36.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
34.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
34.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
33.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
33.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
33.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
32.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
32.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
32.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
32.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
31.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
31.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
30.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
28.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
27.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
26.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
26.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
24.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
23.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
21.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
18.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
18.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
16.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
10.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
7.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM120A 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
39.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
198.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
134.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
131.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
131.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
124.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
115.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
110.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
108.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
100.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
95.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
95.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
95.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
88.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
87.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
87.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
85.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
82.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
82.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
81.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
80.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
78.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
76.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
76.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
74.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
73.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
73.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
72.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
71.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
70.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
70.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
70.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
69.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
69.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
68.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
66.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
65.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
65.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
63.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
62.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
62.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
61.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
59.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
59.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
59.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
59.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
59.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
56.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
55.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
55.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
55.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
55.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
55.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
54.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
53.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
53.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
53.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
53.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
52.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
52.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
50.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
50.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
50.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
49.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
49.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
49.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
49.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
49.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
49.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
49.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
49.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
48.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
48.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
48.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
48.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
47.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
47.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
47.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
47.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
46.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
46.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
44.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
44.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
44.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
44.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
44.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
44.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
44.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
44.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
44.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
44.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
43.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
43.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
42.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
42.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
42.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
42.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
42.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
42.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
41.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
41.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
41.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
41.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
41.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
40.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
40.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
40.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
40.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
40.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
40.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
40.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
40.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
40.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
40.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
39.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
39.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
39.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
38.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
38.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
38.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
38.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
38.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
38.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
37.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
37.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
37.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
36.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
36.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
36.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
36.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
35.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
35.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
35.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
35.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
34.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
34.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
34.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
34.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
33.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
33.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
33.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
33.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
33.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
32.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
32.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
31.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
31.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
31.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
30.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
30.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
30.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
30.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
30.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
29.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
29.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
29.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
29.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
28.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
28.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
28.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
28.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
28.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
27.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
27.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
26.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
26.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
26.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
26.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
25.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
25.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
25.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
24.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
24.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
24.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
23.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
23.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
23.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
23.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
23.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
22.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
22.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
22.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
21.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
21.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
21.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
21.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
21.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
21.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
19.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
17.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
17.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
15.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
14.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
14.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
13.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
7.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092310003
Normal
1.1
CPT0000790001
Normal
1.1
CPT0089480003
Normal
1.0
CPT0078840001
Normal
1.0
CPT0006730001
Normal
0.9
CPT0092740003
Normal
0.9
CPT0088920001
Normal
0.9
CPT0006950001
Normal
0.8
CPT0086970003
Normal
0.8
CPT0001230001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0079000001
Normal
0.8
CPT0079430001
Normal
0.8
CPT0013790003
Normal
0.8
CPT0078800003
Tumor
0.8
CPT0092800003
Normal
0.7
CPT0086950003
Tumor
0.7
CPT0081620001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0079270003
Tumor
0.7
CPT0014350001
Normal
0.7
CPT0007320003
Tumor
0.7
CPT0065450001
Normal
0.7
CPT0078940001
Normal
0.7
CPT0077140001
Normal
0.7
CPT0078670001
Normal
0.6
CPT0025110003
Tumor
0.6
CPT0088780001
Normal
0.6
CPT0088640003
Normal
0.6
CPT0069010001
Normal
0.6
CPT0066430001
Normal
0.6
CPT0002350011
Tumor
0.6
CPT0063640001
Normal
0.6
CPT0023710001
Normal
0.6
CPT0026420001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0007470001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0075570001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0007870001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0012280003
Tumor
0.4
CPT0077500001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0086890003
Normal
0.3
CPT0066520001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0014130001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0025920001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0086870003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0065810003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0025880003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0012640003
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0015810003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0063630003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0024680001
Normal
-0.4
CPT0023350003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0078990003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0019130003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0079300001
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0025580004
Tumor
-0.5
CPT0011410003
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0025350003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0078660003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0077310003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0009080003
Normal
-0.6
CPT0075720003
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0006630003
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0079410003
Tumor
-0.7
CPT0081600003
Tumor
-0.7
CPT0014470001
Normal
-0.8
CPT0092190003
Normal
-0.8
CPT0012670003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0000870016
Tumor
-0.8
CPT0009060003
Tumor
-0.8
CPT0092730003
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0079380003
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0025170003
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0012920003
Normal
-0.9
CPT0063320003
Tumor
-0.9
CPT0088550004
Tumor
-0.9
CPT0025230003
Tumor
-0.9
CPT0009000003
Tumor
-1.0
CPT0012080003
Tumor
-1.0
CPT0088970003
Tumor
-1.0
CPT0076330003
Tumor
-1.0
CPT0026410003
Tumor
-1.0
CPT0081990003
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0071150004
Tumor
-1.1
CPT0092290003
Tumor
-1.1
CPT0025290003
Tumor
-1.2
CPT0000780007
Tumor
-1.2
CPT0012900004
Tumor
-1.2
CPT0077490003
Tumor
-1.2
CPT0017850003
Tumor
-1.3
CPT0021240003
Tumor
-1.3
CPT0065930003
Tumor
-1.4
CPT0007860003
Tumor
-1.5
CPT0065750003
Tumor
-1.5
CPT0066480003
Tumor
-1.5
CPT0012550003
Tumor
-1.5
CPT0079180003
Tumor
-1.6
CPT0011240003
Tumor
-1.6
CPT0086030003
Tumor
-1.6
CPT0065690003
Tumor
-1.6
CPT0017410003
Tumor
-3.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
