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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.
TMEM134 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
32.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
124.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
118.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
89.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
84.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
79.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
79.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
76.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
71.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
57.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
56.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
52.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
48.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
46.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
46.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
44.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
44.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
41.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
39.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
32.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
29.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
28.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
25.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
25.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
24.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
24.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
24.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
23.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
21.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
19.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
18.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
18.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
17.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
13.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
13.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
10.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 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.
TMEM134 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
80.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
69.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
58.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
58.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
41.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
40.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
38.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
38.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
38.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
35.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
35.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
34.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
33.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
33.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
33.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
33.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
33.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
32.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
32.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
31.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
31.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
31.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
31.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
31.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
30.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
30.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
29.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
29.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
29.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
28.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
28.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
28.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
27.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
27.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
27.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
27.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
27.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
27.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
26.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
26.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
26.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
25.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
25.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
24.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
24.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
24.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
23.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
23.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
23.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
23.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
22.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
22.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
22.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
22.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
22.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
22.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
22.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
21.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
21.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
21.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
21.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
21.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
21.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
21.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
21.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
21.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
21.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
21.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
20.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
19.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
19.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
19.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
19.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
18.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
18.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
18.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
18.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
17.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
17.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
15.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
15.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
14.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
14.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
14.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
12.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
12.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
12.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
11.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
11.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
11.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
11.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
10.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
10.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
10.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
9.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
9.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
9.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
9.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
9.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
9.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
8.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
8.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
8.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
8.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
8.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
7.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
6.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
6.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
6.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
6.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
5.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
5.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
5.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
TMEM134 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
18.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
40.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
36.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
33.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
29.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
29.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
27.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
25.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
24.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
22.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
21.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
21.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
20.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
19.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
19.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
18.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
16.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
16.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
14.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
14.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
14.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
13.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
13.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
13.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
10.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
6.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
3.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 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.
TMEM134 is potential prognostic, high expression is favorable 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
31.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
120.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
109.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
105.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
104.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
102.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
96.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
90.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
90.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
89.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
87.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
82.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
81.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
80.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
79.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
75.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
73.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
72.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
70.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
70.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
68.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
67.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
65.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
65.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
65.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
60.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
60.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
59.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
58.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
56.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
55.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
54.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
54.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
53.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
52.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
52.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
51.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
51.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
51.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
51.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
50.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
50.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
49.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
49.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
49.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
48.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
45.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
45.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
44.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
44.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
44.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
42.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
41.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
41.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
41.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
41.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
40.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
40.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
39.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
39.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
39.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
38.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
38.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
38.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
37.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
37.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
37.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
37.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
37.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
36.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
36.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
35.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
35.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
35.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
35.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
35.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
34.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
34.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
34.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
33.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
33.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
31.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
31.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
31.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
30.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
30.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
29.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
29.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
29.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
29.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
29.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
29.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
28.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
28.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
28.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
28.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
28.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
28.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
28.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
27.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
27.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
27.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
27.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
27.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
27.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
27.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
27.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
27.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
27.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
27.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
26.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
26.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
26.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
26.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
26.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
26.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
26.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
26.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
25.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
25.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
25.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
25.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
25.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
25.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
25.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
25.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
25.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
25.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
25.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
25.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
25.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
25.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
24.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
24.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
23.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
23.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
23.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
23.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
23.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
22.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
22.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
21.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
20.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
20.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
20.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
19.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
19.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
18.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
18.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
18.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
18.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
18.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
17.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
17.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
16.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
15.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
15.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
15.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
9.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
9.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
7.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
7.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
4.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
4.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
1.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
1.1
CPT0092800003
Normal
0.7
CPT0000890001
Normal
0.6
CPT0076330003
Tumor
0.6
CPT0066430001
Normal
0.6
CPT0088710001
Normal
0.6
CPT0086820003
Tumor
0.6
CPT0079270003
Tumor
0.5
CPT0014350001
Normal
0.5
CPT0025880003
Tumor
0.5
CPT0078530001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0079480003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0076350001
Normal
0.5
CPT0014450004
Tumor
0.5
CPT0077310003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0019160001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0012670003
Tumor
0.4
CPT0006730001
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0063640001
Normal
0.4
CPT0092740003
Normal
0.3
CPT0066480003
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0014160003
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0088640003
Normal
0.3
CPT0025580004
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0010170001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0079430001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0025920001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0000790001
Normal
0.2
CPT0079000001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0025110003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0010160003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0025230003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0006630003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0063320003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0092790003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0075170001
Normal
-0.4
CPT0025350003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0071150004
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0089460004
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0092730003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0007860003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0079380003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0007320003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0012180003
Tumor
-0.8
CPT0065690003
Tumor
-0.8
CPT0017410003
Tumor
-0.9
CPT0017850003
Tumor
-1.0
CPT0000640003
Tumor
-1.1
CPT0084560003
Tumor
-1.2
CPT0015910003
Tumor
-1.3
CPT0011240003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0078830003
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0012570003
Normal
N/A
CPT0078840001
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0077490003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0075570001
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0077500001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0023690003
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
