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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.
FAM234A is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
65.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
130.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
115.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
111.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
105.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
104.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
99.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
91.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
90.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
90.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
89.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
89.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
86.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
86.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
84.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
84.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
83.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
82.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
80.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
78.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
77.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
77.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
75.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
73.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
71.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
68.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
68.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
67.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
67.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
67.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
65.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
65.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
61.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
59.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
59.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
59.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
58.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
58.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
58.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
58.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
57.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
57.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
57.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
56.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
56.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
54.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
54.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
53.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
52.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
51.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
51.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
50.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
47.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
46.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
45.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
43.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
36.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
35.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
34.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
32.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
30.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
29.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
23.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 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.
FAM234A 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
46.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
148.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
115.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
114.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
109.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
108.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
94.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
92.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
88.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
87.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
87.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
85.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
85.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
85.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
84.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
81.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
78.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
77.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
77.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
76.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
76.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
75.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
74.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
74.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
74.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
74.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
72.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
72.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
71.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
71.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
71.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
71.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
71.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
70.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
69.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
69.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
69.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
69.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
69.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
68.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
67.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
67.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
67.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
67.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
66.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
66.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
66.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
65.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
65.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
65.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
65.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
64.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
64.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
64.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
64.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
64.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
64.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
63.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
63.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
63.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
63.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
63.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
63.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
63.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
62.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
62.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
62.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
62.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
62.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
61.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
61.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
61.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
60.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
60.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
60.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
60.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
59.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
59.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
59.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
59.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
59.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
59.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
59.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
59.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
59.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
59.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
58.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
58.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
58.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
58.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
58.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
58.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
58.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
58.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
58.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
58.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
57.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
57.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
57.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
57.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
57.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
57.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
56.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
56.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
56.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
56.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
56.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
56.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
56.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
56.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
56.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
56.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
56.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
56.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
55.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
55.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
55.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
55.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
55.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
55.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
55.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
55.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
55.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
55.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
55.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
54.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
54.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
54.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
54.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
54.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
54.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
54.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
54.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
54.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
53.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
53.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
53.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
53.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
53.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
53.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
53.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
53.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
53.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
53.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
53.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
52.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
52.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
52.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
52.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
52.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
52.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
52.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
52.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
52.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
52.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
52.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
51.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
51.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
51.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
51.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
51.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
51.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
51.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
51.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
50.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
50.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
50.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
50.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
50.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
50.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
50.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
50.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
50.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
50.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
50.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
50.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
50.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
50.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
49.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
49.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
49.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
49.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
49.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
49.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
49.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
49.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
49.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
49.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
49.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
49.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
49.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
49.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
49.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
48.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
48.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
48.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
48.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
48.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
48.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
48.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
48.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
48.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
48.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
48.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
48.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
48.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
47.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
47.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
47.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
47.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
47.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
47.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
47.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
47.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
47.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
47.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
47.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
47.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
47.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
47.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
47.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
47.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
46.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
46.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
46.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
46.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
46.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
46.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
46.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
46.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
46.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
46.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
46.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
46.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
46.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
46.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
46.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
46.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
46.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
46.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
46.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
45.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
45.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
45.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
45.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
45.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
45.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
45.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
45.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
45.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
45.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
45.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
45.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
45.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
45.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
45.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
45.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
44.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
44.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
44.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
44.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
44.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
44.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
44.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
44.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
44.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
44.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
44.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
44.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
44.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
44.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
44.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
44.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
44.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
44.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
44.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
44.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
44.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
44.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
43.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
43.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
43.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
43.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
43.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
43.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
43.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
43.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
43.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
42.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
42.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
42.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
42.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
42.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
42.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
42.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
42.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
42.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
42.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
42.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
41.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
41.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
41.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
41.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
41.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
41.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
41.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
41.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
41.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
41.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
41.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
41.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
41.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
41.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
41.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
41.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
40.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
40.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
40.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
40.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
40.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
40.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
40.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
40.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
40.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
40.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
39.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
39.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
39.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
39.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
39.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
39.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
39.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
39.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
39.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
39.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
39.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
39.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
39.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
39.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
39.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
39.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
39.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
39.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
39.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
39.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
39.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
39.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
38.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
38.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
38.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
38.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
38.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
38.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
38.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
38.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
38.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
38.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
38.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
38.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
38.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
37.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
37.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
37.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
37.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
37.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
37.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
37.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
37.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
37.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
37.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
37.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
37.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
37.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
37.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
36.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
36.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
36.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
36.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
36.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
36.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
36.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
36.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
36.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
36.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
36.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
36.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
36.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
36.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
35.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
35.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
35.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
35.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
35.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
35.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
35.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
35.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
35.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
35.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
34.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
34.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
34.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
34.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
34.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
34.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
33.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
33.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
33.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
33.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
33.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
33.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
33.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
32.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
32.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
32.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
32.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
32.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
32.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
32.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
32.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
31.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
31.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
31.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
31.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
30.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
30.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
30.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
30.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
29.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
29.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
29.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
28.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
28.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
28.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
28.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
28.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
28.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
28.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
28.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
27.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
27.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
27.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
26.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
26.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
24.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
23.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
23.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
23.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
23.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
23.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
22.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
22.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
21.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
20.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
14.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM234A 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
49.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
145.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
81.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
80.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
79.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
77.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
74.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
73.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
73.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
72.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
71.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
69.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
68.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
67.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
63.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
63.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
61.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
61.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
60.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
60.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
60.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
59.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
59.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
59.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
58.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
57.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
57.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
57.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
55.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
55.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
54.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
54.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
53.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
52.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
52.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
52.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
51.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
49.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
49.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
49.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
49.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
49.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
49.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
48.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
48.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
48.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
47.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
47.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
47.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
46.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
46.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
45.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
45.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
45.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
45.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
44.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
44.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
44.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
44.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
43.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
43.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
42.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
41.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
41.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
41.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
40.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
39.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
36.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
35.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
35.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
34.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
34.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
34.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
33.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
33.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
32.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
31.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
30.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
27.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
27.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
26.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
FAM234A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
103.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
265.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
263.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
249.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
235.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
226.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
220.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
215.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
211.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
208.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
208.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
207.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
207.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
204.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
198.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
198.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
193.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
191.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
188.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
185.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
181.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
180.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
176.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
175.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
172.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
165.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
165.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
158.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
156.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
156.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
155.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
154.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
154.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
153.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
152.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
152.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
152.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
150.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
150.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
148.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
148.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
147.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
147.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
146.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
142.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
142.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
141.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
141.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
140.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
139.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
137.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
137.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
136.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
135.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
134.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
134.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
134.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
133.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
133.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
132.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
129.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
129.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
126.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
126.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
126.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
126.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
125.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
125.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
125.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
124.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
123.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
123.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
123.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
122.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
122.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
122.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
121.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
121.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
121.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
120.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
119.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
119.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
119.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
118.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
116.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
116.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
116.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
116.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
116.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
116.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
116.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
116.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
115.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
114.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
113.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
113.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
113.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
112.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
112.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
112.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
111.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
111.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
111.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
111.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
110.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
109.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
109.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
109.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
109.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
109.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
108.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
108.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
108.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
108.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
107.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
107.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
107.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
106.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
105.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
105.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
105.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
105.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
104.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
104.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
104.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
104.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
103.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
103.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
103.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
102.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
102.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
102.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
102.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
101.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
101.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
100.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
100.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
99.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
99.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
98.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
98.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
97.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
97.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
96.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
96.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
96.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
96.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
95.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
95.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
95.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
95.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
95.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
95.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
95.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
95.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
92.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
92.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
91.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
91.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
91.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
91.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
90.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
90.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
90.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
90.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
89.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
88.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
88.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
88.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
88.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
87.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
87.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
87.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
85.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
85.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
84.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
84.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
84.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
84.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
84.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
84.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
83.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
83.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
82.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
81.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
81.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
81.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
80.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
80.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
80.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
80.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
80.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
79.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
79.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
79.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
79.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
77.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
77.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
76.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
76.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
76.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
76.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
76.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
76.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
75.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
75.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
75.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
74.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
74.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
73.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
73.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
73.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
73.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
72.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
72.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
72.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
72.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
71.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
71.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
70.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
69.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
68.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
67.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
67.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
67.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
67.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
66.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
66.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
64.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
64.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
64.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
63.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
63.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
63.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
62.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
62.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
61.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
61.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
61.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
61.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
61.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
60.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
60.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
59.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
59.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
58.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
58.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
58.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
57.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
57.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
56.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
56.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
56.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
55.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
55.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
55.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
55.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
55.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
54.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
54.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
54.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
54.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
52.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
52.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
52.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
52.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
48.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
48.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
46.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
46.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
46.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
43.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
40.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
40.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
38.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
36.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
36.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
34.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
34.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
29.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
29.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
28.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.0
CPT0088710001
Normal
0.9
CPT0026420001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0077140001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0088780001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0011410003
Tumor
0.5
CPT0065450001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0092310003
Normal
0.5
CPT0023360001
Normal
0.5
CPT0086950003
Tumor
0.5
CPT0088920001
Normal
0.5
CPT0078840001
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0001350001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0066430001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0092290003
Tumor
0.4
CPT0013790003
Normal
0.4
CPT0012280003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0020020001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0025060001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0012290003
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0000790001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0088500001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0007470001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0066480003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0000660001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0020120003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0063320003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0025050003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0002350011
Tumor
-0.3
CPT0006530001
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0025110003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0092730003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0015730003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0069190001
Normal
-0.4
CPT0071150004
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0075570001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0025880003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0084560003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0078830003
Tumor
-0.5
CPT0012640003
Normal
-0.5
CPT0079300001
Normal
-0.5
CPT0065870003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0079270003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0086890003
Normal
-0.6
CPT0078660003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0001190001
Normal
-0.6
CPT0088970003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0063330001
Normal
-0.7
CPT0012370003
Tumor
-0.8
CPT0000870016
Tumor
-0.8
CPT0066470004
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0017410003
Tumor
-0.9
CPT0001540009
Tumor
-0.9
CPT0026410003
Tumor
-0.9
CPT0088550004
Tumor
-1.2
CPT0086870003
Tumor
-1.7
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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
