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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.
DCAF8 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
33.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
128.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
105.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
70.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
66.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
60.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
59.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
57.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
55.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
47.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
43.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
41.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
41.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
40.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
39.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
39.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
38.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
38.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
36.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
36.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
35.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
34.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
33.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
33.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
32.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
31.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
31.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
30.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
30.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
28.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
28.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
28.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
27.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
25.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
24.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
23.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
23.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
21.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
20.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
20.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
15.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
DCAF8 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
46.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
122.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
110.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
94.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
92.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
90.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
88.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
87.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
85.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
85.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
84.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
84.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
83.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
82.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
82.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
81.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
81.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
80.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
79.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
79.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
79.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
78.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
78.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
76.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
76.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
76.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
75.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
74.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
74.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
74.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
74.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
74.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
73.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
73.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
73.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
72.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
72.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
72.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
71.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
71.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
70.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
70.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
70.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
70.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
70.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
70.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
70.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
69.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
69.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
69.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
69.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
69.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
68.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
67.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
67.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
67.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
67.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
67.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
67.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
66.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
66.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
66.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
66.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
66.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
66.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
66.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
65.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
65.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
65.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
65.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
65.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
65.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
64.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
64.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
64.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
64.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
64.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
63.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
63.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
63.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
63.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
63.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
63.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
63.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
63.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
63.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
63.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
63.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
62.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
62.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
62.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
62.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
62.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
62.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
62.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
62.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
62.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
62.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
62.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
62.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
62.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
62.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
61.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
61.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
61.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
61.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
61.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
61.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
61.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
61.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
61.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
61.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
61.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
61.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
61.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
61.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
60.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
60.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
60.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
60.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
60.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
60.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
60.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
59.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
59.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
59.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
59.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
59.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
59.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
59.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
59.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
59.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
59.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
58.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
58.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
58.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
58.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
58.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
58.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
58.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
58.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
58.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
58.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
58.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
58.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
57.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
57.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
57.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
57.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
57.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
57.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
57.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
57.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
57.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
57.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
57.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
56.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
56.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
56.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
56.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
56.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
56.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
56.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
56.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
56.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
56.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
56.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
56.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
56.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
56.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
56.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
55.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
55.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
55.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
55.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
55.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
55.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
55.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
55.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
54.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
54.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
54.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
54.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
54.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
54.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
54.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
54.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
54.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
54.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
53.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
53.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
53.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
53.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
53.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
53.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
53.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
52.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
52.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
52.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
52.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
52.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
52.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
52.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
52.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
51.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
51.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
51.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
50.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
50.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
50.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
50.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
50.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
50.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
50.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
50.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
50.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
49.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
49.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
49.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
49.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
49.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
49.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
49.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
49.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
49.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
48.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
48.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
48.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
48.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
47.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
47.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
47.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
47.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
47.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
47.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
47.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
47.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
47.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
47.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
47.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
46.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
46.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
46.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
46.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
46.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
46.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
45.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
45.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
45.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
45.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
45.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
45.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
45.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
45.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
44.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
44.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
44.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
44.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
44.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
44.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
44.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
44.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
44.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
44.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
44.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
44.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
44.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
44.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
43.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
43.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
43.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
43.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
43.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
43.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
43.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
43.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
43.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
42.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
42.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
42.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
42.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
42.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
42.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
42.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
41.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
41.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
41.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
41.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
41.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
41.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
41.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
40.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
40.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
40.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
40.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
40.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
40.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
40.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
40.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
40.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
40.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
39.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
39.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
39.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
39.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
39.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
39.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
39.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
39.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
39.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
38.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
38.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
38.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
38.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
38.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
38.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
38.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
37.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
37.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
37.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
37.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
36.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
36.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
36.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
36.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
36.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
36.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
36.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
36.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
35.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
35.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
35.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
35.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
35.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
35.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
35.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
34.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
34.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
34.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
34.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
34.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
34.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
34.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
34.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
34.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
34.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
33.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
33.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
33.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
33.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
33.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
32.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
32.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
32.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
32.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
32.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
32.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
32.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
32.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
32.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
31.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
31.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
31.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
31.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
31.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
31.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
30.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
30.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
30.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
30.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
30.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
30.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
30.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
29.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
29.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
29.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
29.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
29.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
29.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
29.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
29.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
28.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
28.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
28.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
28.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
28.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
28.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
27.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
27.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
27.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
27.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
27.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
27.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
27.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
27.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
27.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
26.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
26.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
26.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
25.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
24.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
24.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
23.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
22.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
22.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
22.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
21.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
19.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
19.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
18.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
17.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
17.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
15.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
DCAF8 is validated prognostic, high expression is favorable 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
64.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
138.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
136.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
110.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
102.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
99.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
95.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
94.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
92.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
91.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
88.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
88.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
86.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
84.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
83.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
82.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
82.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
81.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
80.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
80.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
80.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
78.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
77.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
77.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
77.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
76.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
76.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
75.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
74.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
72.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
72.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
71.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
71.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
70.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
70.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
70.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
70.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
68.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
67.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
67.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
66.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
66.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
66.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
66.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
66.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
66.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
65.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
65.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
64.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
64.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
64.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
64.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
64.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
62.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
60.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
60.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
60.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
59.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
59.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
59.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
58.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
57.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
57.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
56.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
55.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
55.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
54.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
53.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
52.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
52.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
51.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
51.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
51.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
50.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
48.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
48.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
47.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
46.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
45.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
41.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
41.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
41.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
41.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
39.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
38.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
37.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
37.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
37.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
36.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
34.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
34.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
26.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
DCAF8 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
46.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
202.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
189.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
119.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
118.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
109.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
109.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
106.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
105.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
99.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
99.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
97.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
95.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
91.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
89.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
89.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
88.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
88.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
87.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
86.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
86.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
85.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
84.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
84.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
81.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
81.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
76.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
75.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
74.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
72.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
72.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
72.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
70.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
69.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
69.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
68.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
66.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
65.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
65.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
65.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
64.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
63.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
63.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
63.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
62.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
62.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
62.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
62.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
61.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
61.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
60.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
60.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
60.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
60.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
59.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
58.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
58.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
58.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
58.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
57.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
57.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
56.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
56.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
56.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
56.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
56.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
56.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
56.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
56.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
55.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
55.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
55.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
55.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
55.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
55.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
55.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
55.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
55.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
54.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
54.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
54.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
53.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
53.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
53.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
53.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
53.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
53.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
53.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
52.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
52.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
52.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
52.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
51.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
51.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
51.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
51.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
50.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
50.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
50.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
49.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
49.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
49.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
49.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
49.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
49.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
49.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
48.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
48.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
48.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
47.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
47.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
47.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
47.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
46.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
46.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
46.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
46.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
46.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
45.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
45.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
45.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
45.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
45.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
45.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
45.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
45.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
44.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
44.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
44.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
44.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
44.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
43.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
43.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
43.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
43.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
43.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
43.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
43.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
43.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
42.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
42.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
42.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
42.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
42.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
42.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
41.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
41.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
40.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
40.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
40.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
39.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
39.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
39.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
39.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
39.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
39.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
39.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
38.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
38.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
38.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
37.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
37.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
37.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
36.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
36.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
36.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
36.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
36.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
36.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
35.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
35.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
35.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
35.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
35.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
34.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
34.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
34.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
34.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
33.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
33.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
33.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
33.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
33.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
33.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
33.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
33.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
33.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
32.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
32.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
32.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
32.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
32.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
32.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
31.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
31.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
31.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
31.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
31.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
30.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
30.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
30.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
30.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
29.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
29.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
29.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
29.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
29.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
28.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
28.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
28.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
27.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
27.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
27.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
27.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
27.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
27.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
27.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
27.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
26.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
26.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
26.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
26.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
26.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
25.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
24.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
24.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
24.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
24.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
23.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
23.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
23.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
22.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
22.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
21.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
21.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
17.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
16.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086820003
Tumor
0.6
CPT0002270011
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0066430001
Normal
0.5
CPT0012280003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0088970003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0088920001
Normal
0.4
CPT0092740003
Normal
0.3
CPT0018250001
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0081880003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0014130001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0009080003
Normal
0.3
CPT0001540009
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0085670003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0001220008
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0009000003
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0092310003
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0012090003
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0063640001
Normal
0.2
CPT0075560003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0023360001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0079430001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0009020003
Normal
0.1
CPT0064400001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0086870003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0077320001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0021240003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0006900003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0007860003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0020120003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0069160003
Tumor
-0.7
CPT0077310003
Tumor
-0.7
CPT0009060003
Tumor
-0.7
CPT0076330003
Tumor
-0.8
CPT0000640003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
