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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.
TMEM43 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
18.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
50.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
39.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
38.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
36.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
35.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
34.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
31.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
27.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
27.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
23.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
23.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
23.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
21.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
21.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
21.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
18.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
16.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
15.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
12.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
TMEM43 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
45.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
116.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
108.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
101.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
100.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
98.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
98.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
94.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
93.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
92.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
90.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
90.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
89.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
89.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
88.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
85.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
85.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
84.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
84.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
84.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
83.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
83.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
82.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
81.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
81.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
80.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
78.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
77.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
76.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
75.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
75.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
75.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
74.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
74.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
74.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
74.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
72.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
72.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
72.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
72.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
71.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
71.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
71.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
71.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
69.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
69.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
69.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
69.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
68.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
68.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
68.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
68.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
68.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
68.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
68.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
67.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
67.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
67.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
67.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
67.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
66.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
66.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
65.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
65.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
65.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
65.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
64.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
64.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
64.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
63.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
63.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
63.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
63.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
63.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
62.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
62.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
62.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
62.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
62.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
62.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
61.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
61.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
61.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
61.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
61.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
61.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
61.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
60.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
60.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
60.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
59.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
59.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
59.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
59.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
59.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
58.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
58.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
58.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
58.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
58.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
58.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
58.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
58.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
58.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
58.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
57.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
57.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
57.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
57.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
57.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
57.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
57.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
57.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
56.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
56.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
56.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
56.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
56.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
56.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
56.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
56.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
56.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
55.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
55.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
55.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
55.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
55.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
55.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
55.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
55.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
55.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
55.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
55.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
54.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
54.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
54.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
54.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
54.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
54.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
54.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
54.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
54.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
53.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
53.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
53.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
53.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
53.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
53.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
53.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
53.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
53.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
53.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
52.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
52.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
52.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
52.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
52.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
52.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
52.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
52.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
51.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
51.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
51.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
51.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
51.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
51.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
51.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
51.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
51.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
51.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
51.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
51.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
51.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
50.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
50.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
50.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
50.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
50.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
50.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
50.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
50.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
50.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
50.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
50.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
50.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
50.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
49.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
49.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
49.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
49.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
49.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
49.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
49.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
49.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
49.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
49.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
48.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
48.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
48.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
48.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
48.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
48.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
48.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
48.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
47.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
47.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
47.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
47.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
47.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
47.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
47.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
47.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
47.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
47.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
47.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
47.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
47.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
47.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
47.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
47.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
46.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
46.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
46.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
46.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
46.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
46.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
46.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
46.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
46.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
46.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
46.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
46.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
45.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
45.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
45.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
45.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
45.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
45.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
45.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
45.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
45.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
44.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
44.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
44.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
44.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
44.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
44.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
44.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
44.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
44.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
44.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
44.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
44.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
43.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
43.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
43.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
43.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
43.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
43.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
43.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
43.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
43.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
42.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
42.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
42.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
42.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
42.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
42.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
42.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
42.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
41.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
41.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
41.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
41.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
41.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
41.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
41.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
41.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
41.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
41.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
41.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
41.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
41.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
40.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
40.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
40.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
40.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
40.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
40.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
40.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
40.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
40.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
40.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
40.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
40.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
40.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
40.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
40.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
40.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
40.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
40.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
40.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
39.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
39.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
39.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
39.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
39.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
39.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
39.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
39.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
39.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
39.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
39.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
38.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
38.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
38.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
38.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
38.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
38.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
38.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
38.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
38.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
38.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
37.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
37.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
37.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
37.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
37.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
37.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
37.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
37.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
37.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
36.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
36.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
36.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
36.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
36.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
36.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
36.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
36.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
36.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
36.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
36.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
36.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
36.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
36.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
36.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
35.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
35.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
35.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
35.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
35.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
34.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
34.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
34.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
34.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
34.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
34.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
33.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
33.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
33.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
33.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
33.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
33.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
32.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
32.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
32.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
32.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
31.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
31.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
31.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
31.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
31.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
30.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
30.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
30.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
30.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
30.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
30.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
30.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
29.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
29.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
29.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
29.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
29.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
28.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
28.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
28.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
28.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
28.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
28.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
28.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
28.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
27.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
27.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
26.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
26.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
26.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
26.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
26.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
26.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
25.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
24.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
24.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
24.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
24.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
24.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
24.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
23.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
23.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
22.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
21.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
15.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM43 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
53.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
136.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
128.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
101.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
100.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
97.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
92.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
91.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
86.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
84.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
83.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
82.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
76.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
75.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
75.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
73.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
72.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
72.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
71.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
67.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
66.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
66.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
65.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
63.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
63.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
61.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
60.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
60.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
58.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
58.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
57.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
56.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
56.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
56.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
55.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
55.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
54.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
53.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
53.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
52.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
52.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
52.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
52.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
51.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
49.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
48.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
48.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
48.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
47.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
47.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
46.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
46.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
46.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
46.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
46.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
45.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
45.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
44.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
44.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
44.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
43.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
43.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
43.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
42.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
41.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
40.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
40.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
40.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
40.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
40.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
39.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
39.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
39.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
39.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
38.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
37.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
36.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
35.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
35.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
34.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
34.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
30.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
28.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
25.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
24.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
22.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
TMEM43 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
77.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
344.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
248.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
237.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
228.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
192.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
184.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
183.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
180.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
177.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
175.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
171.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
164.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
163.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
162.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
161.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
157.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
149.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
149.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
147.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
147.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
145.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
145.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
144.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
141.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
141.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
140.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
140.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
138.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
137.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
135.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
132.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
132.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
132.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
132.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
132.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
131.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
130.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
130.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
129.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
129.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
127.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
126.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
125.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
125.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
124.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
123.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
123.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
123.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
122.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
122.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
121.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
121.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
120.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
118.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
118.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
118.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
118.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
117.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
117.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
116.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
111.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
111.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
110.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
110.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
110.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
107.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
105.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
104.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
104.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
104.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
103.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
101.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
101.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
101.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
101.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
100.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
100.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
100.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
99.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
97.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
95.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
94.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
92.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
92.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
92.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
91.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
91.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
90.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
90.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
90.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
89.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
89.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
89.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
88.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
88.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
88.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
85.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
84.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
84.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
84.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
83.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
83.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
83.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
82.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
81.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
81.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
80.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
80.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
80.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
80.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
79.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
79.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
79.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
78.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
78.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
77.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
77.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
77.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
76.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
76.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
76.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
75.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
74.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
74.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
73.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
73.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
72.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
72.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
72.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
71.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
71.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
71.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
70.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
70.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
70.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
70.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
69.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
69.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
69.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
69.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
69.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
68.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
68.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
68.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
67.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
67.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
67.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
67.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
67.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
66.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
66.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
66.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
66.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
66.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
66.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
65.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
65.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
64.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
63.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
62.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
62.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
61.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
61.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
60.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
59.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
59.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
59.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
59.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
58.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
57.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
57.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
56.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
56.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
56.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
56.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
55.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
55.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
55.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
55.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
54.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
53.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
53.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
53.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
53.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
52.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
52.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
51.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
51.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
51.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
50.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
49.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
49.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
48.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
48.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
48.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
47.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
46.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
46.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
45.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
44.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
44.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
44.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
44.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
44.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
43.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
43.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
43.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
42.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
41.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
41.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
41.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
41.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
41.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
41.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
40.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
40.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
39.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
39.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
39.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
39.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
39.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
38.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
38.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
38.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
37.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
37.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
36.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
36.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
35.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
35.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
34.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
34.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
33.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
32.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
32.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
32.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
31.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
31.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
30.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
30.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
30.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
29.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
29.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
29.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
29.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
29.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
29.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
28.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
28.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
27.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
26.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
25.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
25.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
23.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
23.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
22.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
22.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
20.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
14.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
13.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
13.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
1.3
CPT0079270003
Tumor
1.0
CPT0081880003
Tumor
1.0
CPT0023350003
Tumor
1.0
CPT0014450004
Tumor
0.9
CPT0025110003
Tumor
0.9
CPT0025290003
Tumor
0.9
CPT0086950003
Tumor
0.9
CPT0000640003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0078800003
Tumor
0.8
CPT0024670003
Tumor
0.8
CPT0075130003
Tumor
0.8
CPT0012280003
Tumor
0.7
CPT0001340003
Tumor
0.7
CPT0025170003
Tumor
0.7
CPT0079230003
Tumor
0.7
CPT0088630003
Tumor
0.7
CPT0092730003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0009000003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0065930003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0010110003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0086820003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0023690003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0007860003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0065870003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0079410003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0010120001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0001510001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0006950001
Normal
-0.3
CPT0023710001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0086370003
Normal
-0.4
CPT0019160001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0078660003
Tumor
-0.4
CPT0014470001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0088970003
Tumor
-0.4
CPT0079000001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0063330001
Normal
-0.5
CPT0077500001
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0001350001
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0009060003
Tumor
-0.5
CPT0020020001
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0011240003
Tumor
-0.6
CPT0020130001
Normal
-0.6
CPT0075720003
Tumor
-0.7
CPT0017450001
Normal
-0.8
CPT0012640003
Normal
-0.8
CPT0012770003
Normal
-0.8
CPT0012570003
Normal
-0.8
CPT0012090003
Normal
-0.9
CPT0026420001
Normal
-0.9
CPT0009020003
Normal
-1.0
CPT0012900004
Tumor
-1.1
CPT0017850003
Tumor
-1.1
CPT0079180003
Tumor
-1.1
CPT0018250001
Normal
-1.4
CPT0009080003
Normal
-1.5
CPT0012920003
Normal
-1.9
CPT0017410003
Tumor
-2.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
