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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.
EMC10 is potential prognostic, high expression is favorable 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
100.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
247.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
243.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
239.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
205.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
188.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
185.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
176.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
173.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
172.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
158.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
151.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
141.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
140.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
139.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
138.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
135.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
131.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
114.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
114.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
111.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
109.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
108.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
106.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
104.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
99.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
99.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
99.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
96.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
95.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
94.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
94.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
94.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
90.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
88.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
87.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
87.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
87.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
85.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
84.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
82.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
77.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
76.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
75.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
74.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
72.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
65.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
64.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
63.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
62.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
60.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
58.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
52.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
50.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
48.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
46.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
45.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
44.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
38.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
37.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
35.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
33.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
29.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EMC10 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
48.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
156.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
153.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
140.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
135.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
132.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
127.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
127.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
124.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
124.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
121.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
118.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
113.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
111.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
111.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
109.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
108.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
107.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
107.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
106.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
103.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
100.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
98.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
96.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
96.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
94.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
94.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
93.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
93.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
93.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
92.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
90.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
89.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
89.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
88.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
87.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
86.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
84.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
84.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
84.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
82.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
82.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
82.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
80.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
79.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
79.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
76.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
76.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
75.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
75.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
75.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
75.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
75.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
75.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
74.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
74.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
74.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
73.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
73.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
73.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
73.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
73.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
73.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
72.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
72.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
72.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
72.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
71.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
71.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
71.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
71.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
70.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
70.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
70.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
70.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
69.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
69.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
69.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
69.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
69.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
69.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
68.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
67.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
67.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
67.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
67.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
66.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
66.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
66.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
66.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
66.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
65.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
65.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
65.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
64.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
64.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
64.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
64.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
64.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
63.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
63.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
63.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
63.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
63.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
63.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
63.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
63.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
62.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
62.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
62.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
61.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
61.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
61.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
61.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
61.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
61.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
61.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
61.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
61.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
60.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
60.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
60.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
60.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
60.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
59.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
59.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
59.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
59.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
58.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
58.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
58.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
58.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
58.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
58.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
58.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
58.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
58.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
58.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
57.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
57.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
57.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
57.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
57.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
57.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
57.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
57.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
57.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
57.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
56.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
56.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
56.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
56.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
56.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
56.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
56.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
55.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
55.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
55.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
55.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
54.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
54.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
54.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
54.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
54.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
54.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
54.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
54.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
54.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
54.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
54.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
53.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
53.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
53.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
53.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
53.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
53.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
53.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
53.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
53.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
52.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
52.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
52.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
52.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
52.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
51.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
51.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
51.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
51.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
51.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
51.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
51.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
51.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
51.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
51.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
51.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
50.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
50.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
50.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
50.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
50.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
50.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
50.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
50.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
49.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
49.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
49.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
49.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
49.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
49.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
49.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
49.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
48.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
48.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
48.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
48.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
48.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
48.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
48.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
48.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
48.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
47.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
47.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
47.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
47.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
47.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
47.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
47.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
47.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
47.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
47.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
47.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
47.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
47.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
46.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
46.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
46.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
46.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
46.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
46.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
45.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
45.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
45.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
45.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
44.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
44.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
44.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
44.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
44.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
44.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
44.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
44.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
44.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
44.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
44.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
43.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
43.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
43.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
43.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
43.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
43.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
43.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
43.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
42.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
42.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
42.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
42.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
42.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
42.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
41.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
41.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
41.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
41.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
41.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
41.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
41.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
41.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
41.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
41.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
41.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
40.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
40.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
40.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
40.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
40.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
40.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
40.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
40.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
39.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
39.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
39.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
39.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
39.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
39.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
39.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
39.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
39.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
38.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
38.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
38.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
38.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
38.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
38.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
38.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
38.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
38.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
38.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
38.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
37.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
37.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
37.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
37.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
37.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
37.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
37.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
37.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
37.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
37.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
36.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
36.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
36.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
36.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
36.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
36.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
36.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
36.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
36.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
36.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
35.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
35.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
35.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
35.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
35.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
35.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
35.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
35.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
35.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
35.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
35.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
35.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
34.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
34.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
34.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
34.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
34.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
34.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
34.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
33.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
33.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
33.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
33.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
33.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
33.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
33.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
33.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
33.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
33.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
32.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
32.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
32.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
32.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
32.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
32.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
31.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
31.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
31.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
31.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
31.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
31.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
30.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
30.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
30.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
30.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
30.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
29.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
29.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
29.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
29.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
29.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
28.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
28.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
28.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
27.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
27.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
27.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
27.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
27.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
26.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
26.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
26.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
26.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
25.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
25.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
25.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
24.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
24.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
24.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
24.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
24.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
24.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
24.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
23.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
23.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
23.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
23.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
23.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
22.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
22.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
21.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
20.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
19.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 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.
EMC10 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
82.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
159.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
159.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
151.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
150.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
147.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
141.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
130.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
128.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
125.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
124.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
124.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
122.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
121.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
119.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
118.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
116.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
112.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
111.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
111.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
105.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
104.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
104.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
103.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
101.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
101.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
101.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
101.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
98.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
97.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
95.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
95.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
94.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
92.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
92.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
91.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
89.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
89.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
89.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
88.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
87.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
87.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
87.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
85.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
85.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
85.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
83.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
83.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
82.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
80.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
80.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
79.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
78.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
77.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
77.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
77.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
76.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
76.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
75.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
75.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
73.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
73.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
73.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
72.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
72.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
72.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
71.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
70.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
70.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
70.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
69.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
69.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
69.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
68.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
67.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
67.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
64.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
62.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
62.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
57.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
56.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
54.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
54.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
53.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
53.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
50.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
50.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
49.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
40.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
39.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
36.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
22.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EMC10 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
97.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
397.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
290.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
282.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
266.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
265.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
250.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
243.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
242.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
227.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
225.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
225.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
213.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
208.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
204.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
204.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
199.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
197.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
197.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
196.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
193.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
190.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
190.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
189.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
186.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
184.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
182.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
182.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
181.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
178.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
178.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
178.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
176.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
172.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
171.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
171.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
170.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
169.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
169.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
167.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
166.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
166.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
166.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
164.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
163.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
162.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
161.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
159.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
157.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
154.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
154.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
154.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
151.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
148.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
146.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
145.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
145.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
144.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
144.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
143.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
142.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
141.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
138.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
138.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
137.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
137.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
133.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
133.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
131.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
131.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
128.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
128.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
127.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
127.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
126.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
125.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
125.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
125.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
125.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
124.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
124.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
123.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
122.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
122.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
120.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
119.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
119.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
117.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
117.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
116.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
116.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
115.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
115.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
115.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
115.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
113.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
113.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
112.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
111.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
109.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
108.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
108.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
107.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
106.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
105.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
104.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
102.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
101.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
100.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
99.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
98.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
96.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
95.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
95.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
94.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
94.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
94.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
94.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
94.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
94.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
93.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
92.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
92.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
92.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
91.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
91.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
91.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
90.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
90.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
90.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
88.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
88.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
87.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
86.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
85.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
85.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
84.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
83.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
83.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
83.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
82.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
82.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
82.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
82.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
81.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
81.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
81.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
81.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
80.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
80.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
79.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
79.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
79.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
78.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
77.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
77.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
77.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
75.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
74.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
74.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
74.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
74.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
74.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
73.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
73.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
72.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
71.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
71.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
70.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
70.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
69.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
69.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
69.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
68.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
68.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
68.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
67.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
67.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
66.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
66.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
65.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
64.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
64.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
64.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
64.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
63.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
63.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
63.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
63.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
63.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
62.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
62.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
62.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
61.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
61.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
61.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
61.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
61.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
60.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
60.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
60.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
60.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
59.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
59.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
59.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
59.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
59.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
59.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
58.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
58.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
58.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
58.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
57.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
57.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
56.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
56.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
56.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
56.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
55.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
54.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
53.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
53.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
52.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
52.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
52.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
51.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
51.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
51.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
51.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
51.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
50.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
50.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
50.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
49.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
49.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
48.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
47.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
47.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
44.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
43.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
43.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
43.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
42.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
42.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
41.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
41.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
40.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
40.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
39.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
38.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
37.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
35.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
35.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
33.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
33.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
29.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
28.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
26.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
26.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
22.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
18.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0006900003
Tumor
0.7
CPT0078800003
Tumor
0.7
CPT0023350003
Tumor
0.6
CPT0006730001
Normal
0.6
CPT0012180003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0023360001
Normal
0.5
CPT0002350011
Tumor
0.4
CPT0092740003
Normal
0.4
CPT0088780001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0069160003
Tumor
0.4
CPT0088710001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0066430001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0025060001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0000640003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0065820001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0088550004
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0076330003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0088920001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0007470001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0081620001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0079510001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0088480003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0088640003
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0064400001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0088970003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0088630003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0014370004
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0071150004
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0001500009
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0017410003
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0066480003
Tumor
-0.7
CPT0026410003
Tumor
-0.7
CPT0086030003
Tumor
-0.8
CPT0000780007
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0084560003
Tumor
-1.0
CPT0065690003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0081880003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
