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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.
TMEM256 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
30.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
145.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
115.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
60.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
52.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
51.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
50.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
45.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
43.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
43.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
41.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
38.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
34.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
34.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
34.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
32.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
31.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
30.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
30.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
30.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
29.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
28.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
28.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
28.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
27.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
27.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
26.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
26.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
25.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
25.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
25.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
25.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
25.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
24.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
24.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
24.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
23.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
23.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
23.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
22.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
19.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
18.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
16.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
15.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 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.
TMEM256 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
62.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
268.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
194.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
194.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
152.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
152.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
148.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
137.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
132.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
131.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
131.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
130.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
129.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
128.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
123.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
122.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
120.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
118.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
117.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
115.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
114.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
113.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
111.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
110.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
110.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
109.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
107.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
107.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
106.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
104.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
104.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
99.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
98.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
97.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
97.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
97.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
97.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
96.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
96.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
95.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
94.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
93.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
93.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
91.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
91.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
90.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
90.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
90.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
89.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
89.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
89.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
89.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
89.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
89.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
89.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
88.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
87.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
87.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
87.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
87.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
86.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
85.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
85.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
85.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
85.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
84.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
84.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
84.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
84.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
83.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
83.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
83.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
83.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
83.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
83.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
82.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
82.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
82.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
82.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
81.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
81.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
81.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
80.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
80.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
80.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
79.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
79.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
79.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
79.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
79.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
78.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
78.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
78.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
78.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
78.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
78.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
78.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
78.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
77.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
77.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
77.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
77.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
77.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
77.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
77.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
77.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
77.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
77.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
77.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
76.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
76.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
76.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
76.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
75.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
75.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
75.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
75.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
74.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
74.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
74.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
74.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
74.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
74.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
74.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
73.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
73.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
73.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
73.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
73.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
73.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
73.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
72.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
72.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
72.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
72.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
71.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
71.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
71.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
71.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
71.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
71.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
70.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
70.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
70.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
70.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
70.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
70.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
70.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
69.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
69.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
69.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
69.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
69.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
69.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
69.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
69.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
69.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
69.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
68.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
68.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
68.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
68.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
68.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
68.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
68.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
67.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
67.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
67.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
67.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
67.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
67.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
67.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
67.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
67.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
67.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
67.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
66.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
66.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
66.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
66.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
66.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
66.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
66.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
66.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
66.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
66.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
66.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
66.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
66.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
66.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
66.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
66.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
66.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
65.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
65.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
65.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
65.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
65.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
65.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
65.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
65.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
65.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
64.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
64.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
64.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
64.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
64.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
64.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
64.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
64.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
64.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
64.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
64.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
63.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
63.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
63.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
63.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
63.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
63.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
63.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
63.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
62.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
62.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
62.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
62.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
62.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
62.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
62.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
62.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
62.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
62.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
61.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
61.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
61.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
61.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
61.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
61.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
61.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
60.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
60.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
60.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
60.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
60.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
60.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
60.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
60.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
60.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
60.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
60.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
60.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
60.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
60.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
60.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
59.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
59.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
59.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
59.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
59.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
59.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
59.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
59.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
59.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
59.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
59.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
59.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
59.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
59.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
59.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
59.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
59.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
59.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
59.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
58.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
58.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
58.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
58.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
58.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
58.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
58.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
58.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
58.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
58.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
57.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
57.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
57.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
57.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
57.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
57.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
57.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
57.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
57.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
56.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
56.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
56.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
56.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
56.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
56.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
56.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
55.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
55.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
55.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
55.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
55.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
55.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
55.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
55.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
55.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
55.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
55.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
54.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
54.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
54.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
54.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
54.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
54.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
54.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
54.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
54.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
54.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
53.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
53.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
53.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
53.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
53.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
53.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
53.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
53.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
53.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
53.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
53.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
53.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
52.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
52.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
52.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
52.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
52.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
52.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
52.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
52.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
51.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
51.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
51.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
51.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
51.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
51.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
51.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
50.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
50.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
50.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
50.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
50.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
50.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
50.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
50.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
50.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
50.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
50.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
50.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
50.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
49.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
49.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
49.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
49.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
49.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
48.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
48.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
48.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
48.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
48.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
48.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
48.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
48.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
48.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
48.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
48.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
48.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
48.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
47.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
47.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
47.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
47.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
47.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
47.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
47.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
46.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
46.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
46.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
46.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
46.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
46.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
46.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
46.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
46.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
45.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
44.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
44.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
44.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
44.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
44.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
44.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
44.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
44.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
43.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
43.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
43.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
43.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
43.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
43.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
43.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
43.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
43.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
42.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
42.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
42.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
41.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
41.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
41.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
41.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
41.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
41.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
41.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
41.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
40.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
40.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
40.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
39.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
39.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
39.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
39.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
39.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
39.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
38.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
38.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
38.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
38.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
38.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
38.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
38.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
38.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
38.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
38.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
37.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
37.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
37.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
37.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
37.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
36.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
36.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
36.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
36.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
36.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
36.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
35.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
35.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
35.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
34.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
34.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
34.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
34.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
33.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
33.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
33.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
33.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
32.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
32.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
32.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
32.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
31.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
31.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
31.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
30.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
29.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
29.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
29.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
26.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
26.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
26.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
26.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
23.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
23.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
23.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
15.2
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.
TMEM256 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
48.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
90.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
89.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
81.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
81.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
78.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
75.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
73.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
72.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
71.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
70.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
70.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
68.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
67.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
65.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
64.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
63.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
61.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
60.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
59.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
59.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
58.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
58.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
57.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
56.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
55.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
54.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
54.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
53.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
51.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
50.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
50.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
49.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
49.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
49.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
49.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
49.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
48.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
47.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
47.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
47.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
46.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
46.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
46.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
46.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
46.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
45.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
45.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
44.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
43.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
43.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
43.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
42.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
41.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
41.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
41.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
41.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
40.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
40.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
40.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
40.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
39.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
39.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
38.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
37.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
37.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
37.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
35.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
35.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
35.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
34.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
32.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
30.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
25.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
20.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.2
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.
TMEM256 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
87.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
353.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
227.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
220.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
210.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
209.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
203.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
199.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
197.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
186.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
184.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
176.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
175.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
174.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
173.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
173.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
169.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
169.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
168.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
165.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
164.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
160.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
159.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
157.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
155.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
151.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
148.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
147.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
147.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
144.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
142.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
141.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
138.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
136.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
134.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
134.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
133.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
131.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
130.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
129.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
127.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
124.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
124.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
124.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
122.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
121.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
121.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
120.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
119.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
117.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
116.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
116.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
114.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
114.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
113.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
113.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
112.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
111.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
110.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
109.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
109.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
109.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
109.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
109.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
108.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
107.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
107.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
107.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
106.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
106.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
106.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
105.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
105.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
105.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
105.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
104.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
104.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
104.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
104.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
104.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
102.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
102.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
101.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
101.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
100.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
99.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
98.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
98.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
98.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
98.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
97.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
97.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
97.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
97.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
97.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
97.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
97.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
96.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
96.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
95.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
95.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
94.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
94.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
94.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
94.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
94.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
93.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
93.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
93.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
93.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
93.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
93.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
93.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
92.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
91.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
91.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
91.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
91.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
91.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
89.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
89.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
89.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
88.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
88.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
88.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
86.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
86.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
85.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
85.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
85.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
83.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
83.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
83.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
83.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
82.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
82.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
81.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
81.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
81.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
81.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
81.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
80.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
80.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
80.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
80.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
79.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
79.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
78.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
78.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
78.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
78.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
78.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
78.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
77.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
77.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
77.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
77.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
76.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
75.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
75.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
75.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
75.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
74.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
74.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
73.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
73.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
73.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
72.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
72.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
71.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
71.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
71.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
70.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
70.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
69.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
69.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
68.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
67.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
66.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
66.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
66.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
66.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
65.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
65.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
65.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
65.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
65.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
64.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
64.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
63.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
63.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
63.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
62.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
62.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
62.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
62.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
61.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
61.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
61.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
61.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
61.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
60.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
59.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
59.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
59.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
59.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
59.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
58.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
58.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
57.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
57.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
57.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
57.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
56.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
56.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
56.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
56.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
56.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
55.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
54.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
54.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
54.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
54.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
54.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
53.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
52.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
52.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
52.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
52.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
52.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
51.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
51.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
51.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
50.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
50.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
50.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
50.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
50.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
49.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
49.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
48.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
48.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
48.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
47.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
47.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
47.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
45.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
45.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
44.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
41.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
41.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
41.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
41.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
40.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
40.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
40.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
39.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
38.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
37.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
37.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
36.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
35.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
34.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
33.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
33.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
33.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
32.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
28.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
22.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
19.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
