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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.
TMEM51 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
101.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
287.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
202.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
195.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
191.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
182.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
180.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
170.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
163.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
162.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
156.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
154.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
149.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
139.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
137.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
135.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
130.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
129.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
128.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
121.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
120.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
115.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
113.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
112.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
105.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
103.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
103.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
102.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
102.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
100.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
100.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
98.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
95.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
91.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
90.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
90.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
88.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
87.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
85.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
84.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
81.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
80.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
79.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
79.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
78.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
76.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
71.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
69.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
68.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
67.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
63.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
60.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
59.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
55.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
51.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
51.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
46.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
46.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
39.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
36.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
18.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
TMEM51 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
132.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
104.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
95.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
91.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
91.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
83.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
79.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
78.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
77.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
74.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
73.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
72.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
70.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
67.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
58.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
56.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
56.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
54.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
54.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
51.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
51.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
51.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
48.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
48.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
47.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
47.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
46.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
46.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
45.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
45.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
44.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
44.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
44.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
44.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
44.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
44.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
43.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
43.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
43.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
43.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
42.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
42.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
42.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
41.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
41.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
40.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
40.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
40.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
40.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
40.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
39.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
39.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
39.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
39.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
39.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
39.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
39.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
39.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
39.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
39.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
38.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
38.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
38.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
38.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
38.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
37.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
37.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
37.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
37.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
37.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
37.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
37.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
36.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
36.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
36.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
36.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
36.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
36.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
36.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
35.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
35.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
35.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
35.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
35.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
35.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
34.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
34.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
34.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
34.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
34.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
34.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
34.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
34.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
34.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
33.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
33.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
33.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
33.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
33.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
33.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
33.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
33.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
33.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
33.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
33.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
32.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
32.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
32.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
32.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
32.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
32.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
32.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
32.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
32.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
32.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
31.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
31.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
31.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
31.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
31.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
31.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
31.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
31.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
31.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
30.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
30.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
30.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
30.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
30.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
30.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
30.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
30.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
30.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
30.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
30.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
30.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
30.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
30.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
29.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
29.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
29.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
29.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
29.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
29.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
29.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
29.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
29.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
29.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
29.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
29.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
29.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
29.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
29.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
29.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
29.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
28.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
28.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
28.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
28.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
28.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
28.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
28.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
28.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
28.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
28.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
28.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
28.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
28.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
27.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
27.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
27.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
27.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
27.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
27.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
27.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
27.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
27.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
27.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
27.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
27.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
27.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
27.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
27.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
27.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
26.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
26.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
26.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
26.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
26.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
26.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
26.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
26.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
26.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
26.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
26.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
26.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
26.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
26.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
26.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
26.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
26.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
26.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
25.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
25.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
25.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
25.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
25.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
25.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
25.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
25.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
25.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
25.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
25.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
25.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
25.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
25.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
25.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
25.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
25.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
25.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
24.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
24.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
24.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
24.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
24.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
24.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
24.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
24.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
24.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
23.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
23.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
23.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
23.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
23.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
23.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
23.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
23.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
23.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
23.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
23.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
22.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
22.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
22.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
22.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
22.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
22.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
22.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
22.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
22.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
22.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
22.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
21.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
21.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
21.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
21.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
21.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
21.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
20.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
20.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
20.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
20.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
20.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
20.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
20.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
20.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
19.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
18.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
18.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
18.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
17.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
16.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
15.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 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.
TMEM51 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
70.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
55.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
49.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
47.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
45.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
45.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
43.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
42.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
42.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
42.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
42.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
40.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
39.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
39.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
39.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
39.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
38.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
38.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
38.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
37.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
36.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
35.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
35.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
34.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
34.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
33.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
32.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
32.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
31.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
30.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
30.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
30.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
28.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
28.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
28.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
28.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
27.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
27.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
27.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
27.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
26.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
26.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
22.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
22.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 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.
TMEM51 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
53.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
182.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
172.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
164.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
163.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
161.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
158.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
152.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
152.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
151.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
139.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
132.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
129.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
127.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
124.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
121.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
120.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
119.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
119.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
117.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
115.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
107.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
105.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
104.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
103.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
103.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
103.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
102.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
101.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
100.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
99.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
99.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
98.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
92.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
91.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
91.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
88.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
87.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
86.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
84.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
83.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
82.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
82.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
82.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
82.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
80.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
78.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
78.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
77.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
77.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
77.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
76.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
75.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
75.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
74.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
73.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
73.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
73.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
73.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
72.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
72.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
70.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
69.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
69.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
67.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
65.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
65.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
65.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
65.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
64.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
63.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
62.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
62.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
62.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
62.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
61.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
61.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
60.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
60.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
59.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
59.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
59.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
58.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
57.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
57.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
57.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
57.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
57.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
57.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
56.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
56.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
56.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
56.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
55.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
55.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
55.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
54.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
54.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
54.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
54.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
54.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
53.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
53.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
53.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
52.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
52.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
52.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
52.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
52.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
52.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
51.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
50.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
50.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
50.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
50.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
50.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
50.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
49.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
49.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
49.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
48.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
48.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
47.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
47.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
47.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
47.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
47.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
47.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
47.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
47.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
47.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
47.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
47.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
46.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
46.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
46.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
46.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
45.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
45.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
45.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
45.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
44.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
44.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
44.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
44.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
43.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
43.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
43.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
43.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
42.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
42.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
42.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
42.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
42.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
42.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
42.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
41.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
41.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
41.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
41.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
41.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
40.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
40.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
40.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
40.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
39.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
39.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
39.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
39.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
39.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
39.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
39.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
39.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
38.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
38.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
38.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
38.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
38.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
37.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
37.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
36.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
36.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
36.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
35.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
35.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
35.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
34.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
34.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
34.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
34.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
34.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
34.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
34.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
34.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
34.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
33.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
33.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
32.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
32.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
32.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
32.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
32.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
32.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
31.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
31.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
31.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
31.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
31.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
31.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
30.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
30.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
29.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
28.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
28.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
27.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
27.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
26.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
26.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
24.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
24.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
24.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
24.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
23.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
22.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
21.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
18.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
7.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092740003
Normal
1.3
CPT0089480003
Normal
1.2
CPT0006950001
Normal
1.0
CPT0082010001
Normal
1.0
CPT0079180003
Tumor
1.0
CPT0066430001
Normal
1.0
CPT0023360001
Normal
1.0
CPT0026420001
Normal
0.9
CPT0088710001
Normal
0.9
CPT0077140001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0063640001
Normal
0.8
CPT0092800003
Normal
0.7
CPT0012770003
Normal
0.7
CPT0077500001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0081620001
Normal
0.7
CPT0077320001
Normal
0.6
CPT0066480003
Tumor
0.6
CPT0075570001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0088640003
Normal
0.6
CPT0078840001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0000660001
Normal
0.6
CPT0078800003
Tumor
0.6
CPT0001350001
Normal
0.6
CPT0020130001
Normal
0.5
CPT0001510001
Normal
0.5
CPT0012290003
Normal
0.5
CPT0065750003
Tumor
0.5
CPT0025060001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0000780007
Tumor
0.5
CPT0012280003
Tumor
0.4
CPT0007870001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0065450001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0078940001
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0088690003
Tumor
0.3
CPT0009080003
Normal
0.3
CPT0001230001
Normal
0.3
CPT0087040003
Tumor
0.3
CPT0086890003
Normal
0.3
CPT0063330001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0012550003
Tumor
0.3
CPT0001550001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0084590001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0013790003
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0006530001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0014350001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0076350001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0001500009
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0014160003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0012370003
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0025050003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0017410003
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0001220008
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0065690003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0011410003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0025110003
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0026410003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0023690003
Tumor
-0.7
CPT0088900003
Tumor
-0.7
CPT0078830003
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0077310003
Tumor
-0.8
CPT0019990003
Tumor
-0.8
CPT0077110003
Tumor
-0.8
CPT0088970003
Tumor
-0.8
CPT0006440003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0000640003
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0079410003
Tumor
-0.9
CPT0085670003
Tumor
-0.9
CPT0002350011
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0065930003
Tumor
-0.9
CPT0001180009
Tumor
-0.9
CPT0086820003
Tumor
-0.9
CPT0088630003
Tumor
-1.0
CPT0023350003
Tumor
-1.0
CPT0086870003
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0069000003
Tumor
-1.1
CPT0002270011
Tumor
-1.2
CPT0001260009
Tumor
-1.2
CPT0081880003
Tumor
-1.3
CPT0084560003
Tumor
-1.3
CPT0015730003
Tumor
-1.4
CPT0076330003
Tumor
-1.5
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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
