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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.
TMEM167B is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
30.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
25.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
23.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
22.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
22.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
21.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
20.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
19.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
18.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
17.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
14.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
14.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
13.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
11.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
8.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
6.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
TMEM167B is potential prognostic, high expression is favorable 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
24.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
92.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
79.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
44.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
44.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
43.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
41.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
41.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
41.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
40.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
40.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
40.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
40.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
40.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
40.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
40.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
40.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
39.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
39.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
39.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
39.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
38.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
38.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
38.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
38.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
38.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
38.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
38.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
37.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
37.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
37.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
37.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
37.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
36.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
36.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
35.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
35.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
35.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
35.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
35.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
35.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
35.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
35.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
35.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
35.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
34.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
34.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
34.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
34.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
34.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
34.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
34.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
34.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
33.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
33.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
33.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
33.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
33.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
33.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
33.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
33.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
33.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
33.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
33.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
33.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
33.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
33.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
32.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
32.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
32.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
32.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
32.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
32.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
32.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
32.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
32.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
32.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
32.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
31.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
31.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
31.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
31.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
31.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
31.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
31.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
31.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
31.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
31.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
31.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
31.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
31.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
30.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
30.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
30.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
30.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
30.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
30.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
30.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
30.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
30.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
30.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
30.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
29.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
29.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
29.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
29.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
29.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
29.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
29.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
29.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
29.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
29.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
29.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
29.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
29.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
28.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
28.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
28.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
28.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
28.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
28.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
28.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
28.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
28.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
28.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
28.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
27.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
27.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
27.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
27.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
27.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
27.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
27.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
27.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
27.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
27.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
27.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
27.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
27.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
27.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
27.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
27.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
27.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
26.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
26.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
26.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
26.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
26.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
26.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
26.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
26.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
26.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
26.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
26.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
26.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
25.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
25.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
25.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
25.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
25.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
25.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
25.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
25.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
25.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
25.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
24.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
24.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
24.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
24.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
24.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
24.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
24.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
24.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
24.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
24.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
24.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
24.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
23.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
23.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
23.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
23.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
23.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
23.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
23.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
22.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
22.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
22.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
22.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
22.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
22.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
22.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
22.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
21.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
21.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
21.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
21.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
21.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
21.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
20.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
20.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
20.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
20.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
20.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
19.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
19.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
19.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
19.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
19.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
19.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
19.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
18.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
17.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
17.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
15.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM167B 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
34.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
58.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
53.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
50.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
50.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
49.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
47.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
47.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
46.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
44.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
44.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
44.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
44.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
43.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
43.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
42.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
42.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
42.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
42.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
41.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
40.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
40.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
39.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
39.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
39.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
38.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
37.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
37.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
37.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
37.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
37.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
36.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
36.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
36.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
36.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
36.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
35.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
34.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
34.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
33.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
33.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
33.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
32.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
32.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
28.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
28.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
28.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
28.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
27.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
26.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
25.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
25.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM167B 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
20.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
51.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
42.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
40.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
39.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
39.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
38.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
37.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
37.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
37.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
35.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
34.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
34.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
34.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
34.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
34.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
34.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
33.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
33.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
33.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
33.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
32.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
30.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
30.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
30.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
30.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
30.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
29.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
29.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
29.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
28.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
28.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
28.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
28.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
28.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
28.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
27.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
27.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
27.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
27.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
27.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
27.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
26.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
26.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
26.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
26.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
25.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
25.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
25.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
24.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
24.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
24.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
24.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
24.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
23.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
23.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
23.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
23.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
22.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
22.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
22.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
21.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
20.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
20.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
20.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
20.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
19.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
19.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
19.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
18.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
18.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
18.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
17.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
17.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
16.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
16.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
15.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
15.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
15.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
14.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
14.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
14.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
13.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
13.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
13.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
13.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
12.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
12.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
12.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
10.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
2.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.2
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
